December 5, 2025
Visualization 1: Australian frogs map using the maps package
Visualization 2: Animal types
Visualization 3: Animal Names Word Cloud using Shiny
Changes in headlines about women over time
Changes in headlines about women by country
Visualization of data
# A tibble: 1 × 2
avg_diff med_diff
<dbl> <dbl>
1 13.7 49.5
Null distribution
# A tibble: 10 × 5
obs_avg_diff obs_med_diff perm_avg_diff perm_med_diff rep
<dbl> <dbl> <dbl> <dbl> <int>
1 13.7 49.5 45.8 8.06 1
2 13.7 49.5 5.80 8.06 2
3 13.7 49.5 33.8 49.5 3
4 13.7 49.5 2.16 -47.3 4
5 13.7 49.5 15.2 49.5 5
6 13.7 49.5 -25.9 16.1 6
7 13.7 49.5 30.1 8.06 7
8 13.7 49.5 -28.1 -16.1 8
9 13.7 49.5 36.6 102. 9
10 13.7 49.5 34.3 84.4 10
P-value
# A tibble: 1 × 2
p_value_avg p_value_med
<dbl> <dbl>
1 0.306 0.116
Sources: academic article and NPR interview